Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "57" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_25984/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.067812 | 10.275408 | 78.659205 | 82.482312 | 20.981833 | 26.541908 | 26.287670 | 30.030024 | 0.0502 | 0.0410 | 0.0031 | 1.226681 | 1.207176 |
| 2459593 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.917239 | 17.100314 | 82.836576 | 87.375328 | 30.401877 | 37.338314 | 13.600228 | 12.250280 | 0.0524 | 0.0387 | 0.0062 | 1.437709 | 1.374956 |
| 2459592 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.654088 | 1.643039 | 7.670062 | 8.391123 | 0.167671 | 0.978385 | -1.654613 | 0.450729 | 0.0411 | 0.0284 | 0.0010 | nan | nan |
| 2459591 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.510254 | 19.791456 | 96.778049 | 101.383066 | 26.409854 | 32.256411 | 1.326546 | 2.462274 | 0.0513 | 0.0356 | 0.0076 | 1.569612 | 1.456616 |
| 2459590 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.668471 | 24.005684 | 89.803586 | 94.389875 | 27.882812 | 34.307006 | 3.109121 | 4.386345 | 0.0494 | 0.0368 | 0.0056 | 1.484722 | 1.426506 |
| 2459589 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.709303 | 22.606854 | 83.443905 | 87.419662 | 16.568595 | 21.571514 | 18.640222 | 17.309146 | 0.0516 | 0.0427 | 0.0031 | 1.219532 | 1.205420 |
| 2459588 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.327391 | 15.534715 | 101.541045 | 106.963701 | 21.636773 | 24.586109 | 14.485347 | 13.311288 | 0.0498 | 0.0392 | 0.0030 | 1.544235 | 1.423747 |
| 2459587 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 18.802901 | 21.122946 | 129.744487 | 136.889747 | -23.333991 | -23.858603 | -4.675000 | -4.393628 | nan | nan | nan | 1.232932 | 1.234332 |
| 2459586 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.686030 | 18.908318 | 31.810637 | 32.875658 | 9.798115 | 11.460455 | 6.635091 | 7.963011 | 0.0546 | 0.0406 | 0.0074 | 1.582609 | 1.466055 |
| 2459585 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.955134 | 25.975732 | 10.394805 | 11.396808 | 9.312595 | 10.068549 | 1.481376 | 4.298792 | 0.0407 | 0.0288 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.214600 | 25.029389 | 111.688207 | 117.194687 | 16.210746 | 18.445823 | 24.140904 | 23.929774 | 0.0455 | 0.0346 | 0.0048 | 0.000000 | 0.000000 |
| 2459583 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.589596 | 19.095702 | 34.592749 | 36.267043 | 19.574970 | 23.235310 | -0.055519 | 0.414935 | 0.0513 | 0.0377 | 0.0062 | 2.164324 | 1.872599 |
| 2459582 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.579796 | 16.249514 | 31.092849 | 32.904561 | 23.484577 | 27.997525 | 0.009150 | 0.530699 | 0.0483 | 0.0352 | 0.0063 | 1.758395 | 1.572274 |
| 2459581 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.818116 | 22.768253 | 36.001833 | 37.127836 | 18.454680 | 22.504616 | 0.235488 | 0.595596 | 0.0504 | 0.0386 | 0.0050 | 1.487593 | 1.433648 |
| 2459580 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.395846 | 17.114549 | 36.165043 | 38.021022 | 20.477677 | 23.647588 | -0.241923 | 0.378887 | 0.0518 | 0.0414 | 0.0041 | 2.082533 | 1.787782 |
| 2459579 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459578 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.204121 | 1.672163 | 2.986349 | 3.142234 | -0.226250 | -0.012483 | 0.548592 | 1.904134 | 0.0328 | 0.0289 | 0.0005 | nan | nan |
| 2459577 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.877868 | 21.787393 | 33.426687 | 34.700760 | 20.569597 | 24.524744 | 0.096378 | 0.635003 | 0.0482 | 0.0356 | 0.0056 | 1.222973 | 1.214828 |
| 2459576 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.357163 | 16.826037 | 26.556413 | 27.812041 | 18.793907 | 21.620783 | 0.741167 | 1.289444 | 0.0505 | 0.0368 | 0.0066 | 1.916390 | 1.524829 |
| 2459575 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.543596 | 17.344254 | 26.356998 | 27.682198 | 15.460131 | 16.992743 | 7.293821 | 6.399671 | 0.0502 | 0.0392 | 0.0047 | 0.944914 | 0.932112 |
| 2459574 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.734512 | 15.841974 | 25.280654 | 26.455934 | 20.402748 | 24.154743 | 1.094452 | 0.794422 | 0.0487 | 0.0365 | 0.0051 | 1.759185 | 1.452300 |
| 2459573 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.338068 | 16.316734 | 43.559922 | 45.530380 | 24.322891 | 27.880959 | 0.643545 | 1.663281 | 0.0502 | 0.0390 | 0.0054 | 0.000000 | 0.000000 |
| 2459572 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.166375 | 16.273578 | 25.390617 | 26.596927 | 15.621064 | 17.712937 | 1.783314 | 2.914919 | 0.0522 | 0.0387 | 0.0067 | 2.427454 | 1.776796 |
| 2459571 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.702143 | 1.308843 | 2.868845 | 3.221551 | -0.247995 | -0.263861 | 0.442662 | 2.172088 | 0.0315 | 0.0289 | 0.0010 | nan | nan |
| 2459570 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.429968 | 21.067756 | 15.298801 | 16.512369 | 1.252821 | 1.750595 | 2.604753 | 3.475546 | 0.0578 | 0.0471 | 0.0047 | 1.276374 | 1.286193 |
| 2459569 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.599363 | 19.593564 | 33.400379 | 34.549716 | 10.619141 | 10.832991 | 8.335874 | 9.132280 | 0.0553 | 0.0411 | 0.0058 | 1.662191 | 1.410105 |
| 2459566 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.049130 | 15.891664 | 33.184999 | 34.526441 | 18.733500 | 21.506711 | -0.413692 | -0.042919 | 0.0446 | 0.0342 | 0.0048 | 1.180928 | 1.150589 |
| 2459565 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 12150.971607 | 11576.117065 | 89064.159110 | 78052.728156 | nan | nan | -5.052525 | -5.052525 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.390829 | 14.393578 | 35.177198 | 36.668618 | 2.151488 | 2.223332 | 0.186192 | 0.781428 | 0.0620 | 0.0485 | 0.0091 | 2.008505 | 1.437062 |
| 2459563 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.794685 | 10.494993 | 17.382645 | 18.126467 | 2.338757 | 2.657546 | 0.621192 | 1.131927 | 0.0621 | 0.0498 | 0.0084 | 2.085381 | 1.470230 |
| 2459561 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.444023 | 11.107932 | 16.589106 | 17.291715 | 2.704392 | 2.893359 | 1.035265 | 1.860893 | 0.0663 | 0.0525 | 0.0090 | 2.618844 | 1.616226 |
| 2459560 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.597432 | 10.085559 | 17.025604 | 17.529007 | 2.415412 | 2.919227 | 0.654509 | 1.091694 | 0.0579 | 0.0468 | 0.0067 | 2.483827 | 1.577388 |
| 2459559 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.076738 | 12.987744 | 18.568672 | 19.212309 | 2.731798 | 3.233878 | 0.879632 | 1.521260 | 0.0645 | 0.0533 | 0.0078 | 1.758254 | 1.371890 |
| 2459558 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.724872 | 17.228688 | 34.922432 | 36.819699 | 21.203878 | 23.032789 | 1.233392 | 2.226867 | 0.0591 | 0.0479 | 0.0069 | 1.192317 | 1.181422 |
| 2459557 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0385 | 0.0369 | 0.0009 | nan | nan |
| 2459556 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.104731 | 17.450786 | 37.694182 | 39.824251 | 19.211613 | 20.810596 | 2.651480 | 4.978345 | 0.0637 | 0.0522 | 0.0076 | 1.208704 | 1.193435 |
| 2459554 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0554 | 0.0440 | 0.0071 | nan | nan |
| 2459553 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0637 | 0.0540 | 0.0069 | nan | nan |
| 2459552 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.663903 | 21.380848 | 50.768079 | 52.492351 | 29.360314 | 32.256556 | 3.043654 | 3.811056 | 0.0577 | 0.0496 | 0.0057 | 1.067651 | 1.222111 |
| 2459551 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.537388 | 10.640109 | 20.537516 | 21.286950 | 3.252944 | 4.122445 | 1.012095 | 1.721016 | 0.0610 | 0.0499 | 0.0078 | 1.591850 | 1.328913 |
| 2459550 | RF_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0340 | 0.0307 | 0.0018 | nan | nan |
| 2459549 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.436214 | 16.259748 | 38.182743 | 39.665707 | 20.692364 | 22.725371 | 1.029331 | 2.067989 | 0.0562 | 0.0492 | 0.0046 | 1.274839 | 1.269515 |
| 2459542 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.376508 | 23.221409 | 77.126602 | 80.018388 | 1.140168 | 2.018858 | 0.552074 | 1.333804 | 0.0595 | 0.0509 | 0.0058 | 1.265149 | 1.250777 |
| 2459541 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.512634 | 9.954877 | 38.258129 | 37.378270 | 223.300418 | 264.896651 | 7.724733 | 16.076136 | 0.0686 | 0.0595 | 0.0058 | 1.147326 | 1.135548 |
| 2459540 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.626257 | 16.733287 | 17.318320 | 18.311285 | 4.134229 | 5.334154 | 0.636094 | 1.186732 | 0.0599 | 0.0521 | 0.0044 | 1.248554 | 1.241905 |
| 2459536 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.627805 | 28.297407 | 65.844889 | 68.055851 | 29.293469 | 31.582499 | 2.223874 | 3.658069 | 0.0517 | 0.0463 | 0.0032 | 1.410896 | 1.397888 |
| 2459535 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.559237 | 13.871546 | 16.092048 | 16.808178 | 2.435463 | 5.746282 | 0.135085 | 0.838499 | 0.0410 | 0.0381 | 0.0013 | 1.168778 | 1.163704 |
| 2459534 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.823714 | 13.637046 | 14.341793 | 14.921650 | 2.433060 | 4.169903 | -0.063797 | 0.193432 | 0.0442 | 0.0411 | 0.0013 | 1.154921 | 1.149489 |
| 2459533 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.170526 | 20.979294 | 35.650894 | 37.291295 | 17.793423 | 20.670704 | 1.054825 | 2.444943 | 0.0431 | 0.0394 | 0.0015 | 1.132897 | 1.126832 |
| 2459532 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.443753 | 23.165653 | 45.892042 | 48.338652 | 22.075489 | 25.495018 | 0.405261 | 1.268698 | 0.0435 | 0.0408 | 0.0012 | 0.000000 | 0.000000 |
| 2459530 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.155663 | 11.838128 | 14.513650 | 15.099012 | 3.340984 | 4.212371 | 0.342869 | 0.688751 | 0.0466 | 0.0439 | 0.0014 | 1.189534 | 1.183978 |
| 2459527 | RF_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.373891 | 28.866235 | 53.926414 | 56.206194 | 40.484748 | 35.060977 | -0.008663 | 1.029452 | 0.0689 | 0.0837 | 0.0090 | 0.000000 | 0.000000 |
| 2459523 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 21.954792 | 24.527819 | 52.336019 | 53.692071 | 17.744919 | 29.784691 | 1.902202 | 3.021156 | nan | nan | nan | 1.356789 | 1.331023 |
| 2459522 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.726776 | 23.874198 | 49.333435 | 52.214809 | 10.917966 | 23.761762 | 0.887307 | 2.273185 | 0.0607 | 0.0534 | 0.0031 | 1.413245 | 1.390406 |
| 2459513 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.107891 | 1.671422 | 3.068734 | 3.559174 | -0.158310 | 0.433713 | 0.649777 | 2.996142 | 0.0519 | 0.0443 | 0.0098 | nan | nan |
| 2459508 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.829658 | 32.643583 | 50.429515 | 52.950826 | 18.174805 | 15.857660 | 12.750140 | 14.245700 | 0.0431 | 0.0421 | 0.0004 | 0.000000 | 0.000000 |
| 2459505 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 83.195176 | 114.092461 | 112.974912 | 114.665592 | 97.444761 | 103.895660 | 610.701365 | 586.048119 | 0.0098 | 0.0069 | 0.0054 | 1.100052 | 1.099520 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 40.787795 | 21.666538 | 0.836817 | 38.035969 | 1.535451 | 40.787795 | 9.278209 | 2.030450 | 1.213941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 68.937615 | 21.861035 | 2.621430 | 68.937615 | 5.401371 | 51.934023 | 4.925592 | 23.932645 | 1.523500 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 62.648796 | 1.784847 | 32.722029 | 1.622141 | 62.648796 | 6.935595 | 46.653858 | 3.434984 | 7.605177 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 64.925578 | -1.141083 | 30.170720 | 4.569591 | 64.925578 | 14.811813 | 49.050034 | 8.328795 | 17.359309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 66.337346 | -0.904314 | 25.712822 | 4.989209 | 66.337346 | 8.425123 | 52.570715 | 2.279250 | 7.198805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 53.286445 | 26.830357 | -1.177379 | 53.286445 | 4.299070 | 33.792462 | 6.074339 | 6.947859 | 1.901371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 64.406897 | 2.595983 | 28.559707 | 1.963144 | 64.406897 | 8.823564 | 52.118953 | 4.152530 | 10.483061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 65.480532 | 26.215601 | 1.522957 | 65.480532 | -0.426519 | 49.607686 | 2.797366 | 0.689860 | 0.484398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 24.269312 | 1.194590 | 23.190222 | 0.217904 | 19.993166 | 2.202315 | 24.269312 | 3.174374 | 4.805790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Shape | 21.262067 | 3.096334 | 21.262067 | 1.808051 | 9.376344 | 1.663040 | 13.733389 | 3.724412 | 2.784247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Temporal Variability | 5.743242 | 3.263594 | 0.668652 | 5.663463 | 0.400753 | 1.663354 | 5.743242 | 0.178178 | 1.296898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 23.796771 | 0.351881 | 14.508955 | -0.274314 | 11.661617 | 8.801273 | 23.796771 | 2.252383 | 1.721287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 36.438721 | 20.509989 | 0.041771 | 9.219381 | -1.240093 | 36.438721 | 7.992932 | 1.197962 | 3.185217 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 19.700783 | 0.797989 | 8.050259 | 4.379611 | 19.700783 | 5.047012 | 10.021090 | 0.985084 | 6.305695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 7.403496 | 4.877254 | -0.435792 | 7.403496 | 0.174404 | 4.983034 | -0.572304 | 3.689122 | -0.101021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 4.780185 | -0.588017 | 3.314385 | 0.254812 | 4.114899 | -0.410040 | 4.780185 | -0.269696 | 1.935619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 4.575644 | 1.684365 | 0.388572 | 4.575644 | 0.122892 | 3.616649 | 1.722582 | -1.927114 | 0.487447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 5.833831 | 1.768450 | 2.943288 | 5.833831 | 5.545279 | 5.727974 | 5.706273 | -1.219292 | 2.800141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 13.704636 | 6.201730 | 1.906996 | 13.704636 | 6.185641 | 7.677907 | 4.905830 | 4.253565 | -1.214392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 6.546864 | 5.094156 | -0.204791 | 6.546864 | 0.462845 | 1.980298 | 0.178775 | 3.658218 | -0.155628 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 5.720168 | -0.747822 | 4.408346 | -0.225414 | 5.720168 | -0.370033 | 4.566475 | -0.588596 | 2.829727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 13.391700 | 2.222922 | 4.267750 | 7.943094 | 8.969576 | 4.026181 | 13.391700 | -2.092166 | 4.679953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 14.828729 | 2.008281 | 0.699305 | 3.381337 | 2.755729 | 14.828729 | 2.063228 | 10.794072 | 3.232638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 10.042149 | 1.680950 | 5.328738 | 4.820335 | 10.042149 | 4.820130 | 2.167602 | -1.480105 | 3.963763 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 18.792021 | 6.423792 | 1.365713 | 15.234814 | 4.683498 | 18.792021 | 3.377771 | 8.517455 | -0.584527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 1.386858 | -1.054955 | 1.309659 | -1.146997 | 1.386858 | -1.264047 | 0.903097 | -0.768145 | -1.684308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 7.209617 | 3.853434 | -0.289292 | 7.209617 | 1.133967 | 5.244291 | 0.178317 | 2.430776 | -0.325108 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 5.996541 | -0.203016 | 3.539403 | 1.086462 | 5.996541 | 0.278213 | 5.924220 | -0.287649 | 2.437393 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 9.040756 | 3.673932 | 0.322252 | 5.242354 | 1.455265 | 9.040756 | 2.075769 | 2.907150 | -0.869409 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 5.602328 | 3.504891 | 0.073009 | 5.602328 | 1.153789 | 5.538468 | 0.826882 | 2.403856 | -0.871233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 8.035636 | -0.647560 | 5.178412 | 0.905846 | 8.035636 | -0.064909 | 2.014539 | -0.924763 | 2.928441 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 16.015048 | 5.128559 | 1.735417 | 16.015048 | 7.982880 | 11.616412 | 5.447940 | 4.367942 | -1.433703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 21.622724 | 11.093329 | 1.353673 | 21.622724 | 5.133751 | 21.255339 | 7.379754 | 6.584807 | -0.482632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 24.533540 | 4.679744 | -0.101481 | 10.680864 | 2.245960 | 24.533540 | 4.682097 | 4.213547 | 0.665437 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Shape | 8.612352 | 8.612352 | 1.598952 | 2.719675 | 2.473277 | 1.395459 | 7.092450 | -0.331118 | 4.458456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | Nnan | Not Found | ee Shape | 18.465929 | 3.647799 | 18.465929 | 4.217900 | 5.494840 | 2.345522 | 2.253847 | 0.347932 | 0.505564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Power | 5.178054 | -0.239953 | 4.803263 | 0.690258 | 5.178054 | 0.822550 | 3.814440 | -1.514840 | 2.516816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 3.606325 | 2.661131 | 1.938150 | 1.907505 | 1.231726 | 3.606325 | 0.860026 | 0.186661 | -0.135638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 9.110453 | 2.885603 | 1.362690 | 8.427738 | 9.110453 | 8.949385 | 6.985712 | 2.024274 | -0.343322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 4.577786 | 2.644101 | 3.000306 | 0.995458 | 3.727161 | 4.577786 | 4.520408 | -0.142826 | 0.030294 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 14.265250 | 5.571751 | 7.118239 | 6.140383 | 1.212282 | 5.019840 | 14.265250 | 0.735769 | 0.491401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 14.551302 | 2.561451 | 2.066703 | 2.905326 | 2.347676 | 14.551302 | 4.585388 | 0.287942 | 1.448176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 9.870527 | 0.668681 | 1.183450 | 0.198942 | 9.870527 | 8.767222 | 7.689707 | 0.806040 | -1.538283 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 2.475372 | 0.055494 | 1.358024 | 1.248770 | 1.583993 | 1.263130 | 2.475372 | 0.109298 | 0.774079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 5.692801 | 2.226377 | 1.785596 | 2.985714 | -0.112132 | 1.942599 | 5.692801 | 1.095008 | -0.232188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 5.584973 | 1.832347 | 2.954876 | 2.896592 | 0.363492 | 0.165747 | 5.584973 | 1.553946 | -0.159043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 5.286339 | 2.125929 | 4.892791 | 2.953402 | 0.791947 | 2.775508 | 5.286339 | 2.000837 | -0.306982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Temporal Variability | 10.920897 | 1.425612 | 3.209338 | 6.946112 | 5.630866 | 10.920897 | 5.040711 | 0.022103 | 2.245161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 13.510909 | 4.046679 | 1.657177 | 0.803099 | 2.975257 | 13.510909 | 3.808026 | -0.083761 | 1.509864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 13.243660 | 1.480230 | -0.350432 | 2.862308 | -0.445234 | 1.141247 | 13.243660 | -0.330910 | -0.542372 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 8.261495 | 0.950746 | 0.118626 | 2.161146 | -0.648184 | 4.773306 | 8.261495 | 1.576386 | -0.333795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 5.924953 | 1.253651 | 0.761567 | 1.174102 | 0.305057 | 3.402448 | 5.924953 | 1.129258 | -0.123423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 6.434884 | 1.139185 | 0.354363 | 2.191364 | -0.721255 | 0.841790 | 6.434884 | 1.224198 | -0.574180 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 7.970258 | 0.250590 | 1.912867 | -1.100696 | 7.970258 | 3.438121 | 7.121207 | 0.804497 | -0.631732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Temporal Variability | 6.421776 | 0.178661 | 0.716640 | -0.053652 | 1.226460 | 1.532493 | 6.421776 | -0.667755 | 0.184207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Temporal Variability | 8.521013 | 0.870821 | -0.482187 | 1.059904 | -0.714468 | 8.521013 | 5.976657 | 2.468411 | -0.495838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 3.452961 | -0.718444 | 1.476062 | -0.905613 | 1.307489 | 3.452961 | 2.735640 | -0.851949 | 1.190657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 1.971628 | -0.402032 | 1.768479 | 0.187822 | 1.971628 | 1.830765 | -0.182793 | -0.626986 | 0.487411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 5.843874 | -0.682417 | 0.996184 | -0.726190 | 1.083173 | 5.843874 | 1.265950 | -0.214886 | 1.222245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Temporal Variability | 8.311289 | -0.398079 | 1.357262 | 3.169508 | 8.123966 | 4.669783 | 8.311289 | -1.056615 | -1.054717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 6.760387 | 1.521988 | -0.738349 | 1.478070 | -0.816895 | 0.815481 | 6.760387 | 0.412840 | -0.216702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 9.152032 | 2.943008 | 0.375595 | 9.152032 | 3.947104 | 8.146079 | 4.191711 | 0.047386 | 0.438059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | nn Power | 1.273287 | 0.947947 | -0.199528 | 1.273287 | -0.000135 | -0.812506 | 0.060581 | -0.651362 | -0.456892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | digital_ok | ee Temporal Variability | 3.798244 | 1.001131 | -0.217922 | 1.022903 | -0.660270 | -0.105605 | 3.798244 | -0.221337 | -0.608108 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Power | 8.384449 | 0.365886 | 1.215903 | 4.988514 | 8.384449 | 6.147350 | 8.285610 | -1.708461 | 0.691079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | ee Shape | 1.273265 | 1.167389 | 1.273265 | -0.297211 | -0.410640 | -1.395976 | -1.313376 | -4.013357 | -3.777926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Temporal Variability | 2.825452 | 1.654240 | 0.400108 | 1.541742 | -0.384824 | 2.825452 | 1.371247 | 0.518751 | -0.959443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Temporal Variability | 65.880432 | 1.866769 | 1.281128 | 4.801457 | 2.661451 | 65.880432 | 47.329325 | 39.599974 | 34.834987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Power | 7.705186 | -0.659948 | -0.184075 | 6.395459 | 7.705186 | 2.882882 | 2.274968 | -1.684007 | -1.671985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Power | 2.639047 | -0.707985 | -0.751013 | 2.639047 | 1.665309 | 0.943636 | 1.879150 | -1.103048 | -1.194930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | ee Temporal Discontinuties | 2764.937805 | 1419.134225 | 1419.134225 | 1282.574075 | 1282.574075 | 1036.412366 | 1036.412366 | 2764.937805 | 2764.937805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Temporal Discontinuties | 1206.597555 | 322.280986 | 322.280986 | 292.251946 | 292.251946 | 299.293486 | 299.293486 | 1206.597555 | 1206.597555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | ee Temporal Discontinuties | 1403.572514 | 413.989259 | 413.989259 | 411.608563 | 411.608563 | 427.872465 | 427.872465 | 1403.572514 | 1403.572514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | N04 | RF_ok | nn Temporal Variability | 6.301065 | 1.652504 | 1.569521 | 5.234797 | 4.307409 | 6.301065 | 4.828232 | -1.732588 | -1.929501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Temporal Discontinuties | 8.795183 | 0.194096 | 0.812622 | 6.669686 | 8.037351 | 4.119477 | 5.026695 | 7.769500 | 8.795183 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Temporal Discontinuties | 5.270190 | 0.946559 | 2.590514 | 4.396729 | 4.964160 | 2.516094 | 2.754874 | 3.708678 | 5.270190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 10.794238 | 0.455913 | 1.211355 | 10.109352 | 10.794238 | 3.318870 | 2.302165 | -3.345552 | -2.450689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 18.345117 | 5.338587 | 5.323912 | 18.294085 | 18.345117 | 6.982046 | 5.620570 | -5.468593 | -6.925279 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 14.816239 | 3.483060 | 4.317560 | 14.422781 | 14.816239 | nan | nan | -10.619603 | -10.340121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 47.470540 | 18.812828 | 15.911372 | 47.470540 | 45.268799 | 9.350665 | 11.625080 | 0.501921 | -0.171060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 46.423297 | 20.793676 | 18.100251 | 46.423297 | 44.378599 | 9.411804 | 11.847370 | 0.572740 | -0.108363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 60.996423 | 18.045593 | 21.625664 | 58.031011 | 60.996423 | 7.462102 | 6.134609 | 0.203546 | 1.248391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 70.122937 | 23.445534 | 19.505093 | 70.122937 | 66.178875 | 18.427885 | 17.244547 | 4.662100 | 2.382622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 60.739019 | 18.198581 | 22.682118 | 57.535560 | 60.739019 | 23.949298 | 22.528395 | 2.663531 | 4.560353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 63.105005 | 24.705865 | 19.505468 | 63.105005 | 59.623673 | 15.112048 | 15.786390 | 3.878403 | 2.199503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 84.859663 | 23.292404 | 27.859492 | 80.905720 | 84.859663 | 29.880917 | 30.365163 | 3.955502 | 6.325374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 63.152259 | 21.031282 | 16.895872 | 63.152259 | 59.574053 | 10.131926 | 10.935394 | 1.299907 | 0.528277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 61.632965 | 26.639552 | 23.009976 | 61.632965 | 58.627951 | 36.400011 | 32.898048 | 11.411238 | 9.168733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 83.814682 | 18.954076 | 21.470304 | 79.532076 | 83.814682 | 32.377574 | 31.898954 | 30.936274 | 28.654196 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 65.429122 | 20.406391 | 24.124069 | 62.051046 | 65.429122 | 15.324860 | 18.617245 | 7.138516 | 11.074681 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | ee Power | 4.253835 | -0.768647 | -0.057508 | 4.253835 | 2.234895 | 0.950057 | 0.786095 | -0.658584 | 0.709897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Power | 126.340613 | 29.065930 | 25.346935 | 126.340613 | 120.559231 | 54.073401 | 54.107223 | 9.022804 | 6.164359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 4 | RF_ok | nn Shape | 12.970658 | 12.505380 | 12.970658 | 8.314881 | 10.047111 | 0.746705 | 4.046997 | 2.845554 | 7.251773 |